FINDING #5198 · UNIT ID 1182344595
OlivierAlter/Claude-Certified-Architect-Foundations-Certification-Exam
Unofficial practice exam for the Claude Certified Architect – Foundations certification. 77 scenario-based questions + interactive Claude Code skill.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
26% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
1.57
ACCEL
+0.09
RETENTION
17.3%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 47 STARS / WINDOW
Author Audience
AUDIENCE
26
FOLLOWERS
7
OWNER ★
185
Engagement Signals
FORKS
44
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 47 / 47 (DIVERSITY 1.00)
Why This Is A Finding
OlivierAlter/Claude-Certified-Architect-Foundations-Certification-Exam собрал 47 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 26. Это даёт surprise-индекс 0.0239 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 17% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY1.574.23-2.67ABOVE 3%
RETENTION17.3%29.4%-12.1 PPABOVE 26%
FORKS4492-48ABOVE 30%
SURPRISE0.020.01+0.01ABOVE 70%